SAP HANA
Gain new insights from advanced analytical processing in SAP HANA
Leverage our in-memory advanced analytical processing capabilities – text, predictive, spatial, event streams, and time series – to build intelligent applications that provide deeper insights at unprecedented speed. And take advantage of predictive analytics, data mining, text analysis, and more.
Machine Learning and Predictive Analytics
How to transform data into insights with Machine Learning
SAP HANA offers an end-to-end solution for developing and deploying high-value predictive analytics and machine learning programs. The machine learning capabilities in SAP HANA enable data scientists and application developers to build, train, and manage machine learning models, where data is persisted.
Spatial Data Processing
Uncover new insights from spatial data
Spatial processing with SAP HANA allows you to process and analyze massive amounts of spatial data in real time to reveal new patterns and trends, adding a valuable spatial dimension to business data. SAP HANA includes a multilayered spatial engine and supports spatial columns, spatial access methods, and spatial reference systems. With these enhanced GIS features, SAP HANA provides a single database for both your business and spatial data.
Text Analytics and Search
Get faster, broader insights from text
Harness the value of all your business data. With SAP HANA, you can perform text analysis, text mining, and search to discover new insights from unstructured documents. And, when you process both structured and unstructured data in one platform, you can gain broader, contextual insights to improve decision making while benefiting from less data duplication and movement.
Series Data Processing
Detect and forecast trends in data
Measure data over time to discover trends that can save you time and money. With SAP HANA series data processing, you can efficiently process large volumes of series data in conjunction with business data to assess business impact. Whether you are monitoring price fluctuations, season patterns, machine efficiency, energy consumption, or network flow, the ability to monitor data over time lets you discover and exploit patterns to your competitive advantage.
Get the details
Learn more about how you can work with series data in SAP HANA – and discover new trends and patterns by analyzing data over a period of time.
Streaming Data Processing
Extract real-time insight from streaming data
Gain insight from event streams in real time – with a highly scalable processing engine in the SAP HANA platform that allows you to capture, analyze, and act on information streaming in from many sources. With SAP HANA streaming analytics, you can identify emerging threats and opportunities as they happen, and respond immediately. Streaming data is continuously compared and correlated to data in the SAP HANA database, so your business can detect anomalies in real time and act accordingly.
Graph Data Processing
Dynamically uncover valuable insight from interconnected data
Unlock new possibilities by exploring the relationships among people, places, and things. SAP HANA graph data processing allows you to model and analyze the complex reality of highly connected data, using a familiar relational database. Gain access to intuitive modeling and visualization tools to easily create and navigate graphs, uncover patterns, calculate shortest paths, and understand relationships. With built-in graph algorithms you can easily create innovative applications that open new opportunities for your business. And because graph data processing is part of the SAP HANA platform, your data is always secure and available.